Measuring defects is one of the most difficult tasks. It requires an approach that is wide and comprehensive. It involves all the measurement scales, from cognitive to quantitative. It involves collecting defect data and using it to understand and characterize defects. The data is also used to understand, in great detail, the processes associated with defect, from injection through discovery to fix. From this understanding, models can be developed for causal analysis and forecasting.